Online Dense Reinforcement Learning with Planning-Grounding Agent for UI Navigation on Live IOS Apps.

arXiv:2610.39264v1 Announce Type: new Abstract: While frontier vision-language models demonstrate strong capabilities in user interface (UI) navigation, their high inference costs prohibit everyday use. Conversely, smaller models trained via supervised fine-tu